Dataset Versions

v2

2024-03-22 3:24pm

Generated on Mar 22, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 87%
690Images
Valid Set 8%
66Images
Test Set 4%
34Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 32x32

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Saturation: Between -10% and +10%
Brightness: Between -2% and +2%
Exposure: Between -3% and +3%
Blur: Up to 1.3px
Noise: Up to 0.1% of pixels